ANative-Lab/Awesome-Self-Evolving-Agents

📖 A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems

agentagentic-aiaillmsmulti-agent-systemsnatural-language-processingself-evolving

License & maintenance

MIT is a permissive license: free to use commercially with attribution.

Last code push 5 months ago.

	Repository	Stars	Language	License	Activity
1	langgenius/difyBuild Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-ho	★ 158.8k	Python	Other	Active
2	unslothai/unslothLocal UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4, MiniMax-H3, Gemma 4, FLUX and more.	★ 78.2k	Python	Apache-2.0	Active
3	calesthio/OpenMontageWorld's first open-source, agentic video production system. 12 production pipelines, 100+ tools, 700+ agent skill and production-knowledge f	★ 69.5k	Python	AGPL-3.0	Active
4	CopilotKit/CopilotKitThe Frontend Stack for Agents & Generative UI. React, Angular, Mobile, Slack, and more. Makers of the AG-UI Protocol	★ 38.1k	TypeScript	MIT	Active
5	assafelovic/gpt-researcherAn autonomous agent that conducts deep research on any data using any LLM providers	★ 30.2k	Python	Apache-2.0	Active
6	charmbracelet/crushGlamourous agentic coding for all 💘	★ 28.7k	Go	Other	Active
7	google/adk-pythonAn open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.	★ 21.9k	Python	Apache-2.0	Active
8	Significant-Gravitas/AutoGPTAutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on w	★ 187.6k	Python	Other	Active